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CelalDemirsoy/README.md

Celal Demirsoy

Computer Engineering Student · AI & Computer Vision Engineer

Portfolio LinkedIn Email

👨‍💻 About Me

I'm a 3rd-year Computer Engineering student at Istanbul Esenyurt University (GPA: 3.52/4.00), specializing in Artificial Intelligence and Computer Vision.

  • 🎓 Erasmus+ Exchange Alumni — 1 Decembrie 1918 University, Romania
  • 🤖 Building real-time deep learning systems with YOLOv8 - YOLOv11 & PyTorch
  • 📍 Istanbul, Turkey

🔭 Current Projects

🧥 Clothing Detection System (Graduation Project)

Real-time object detection for clothing classification from video streams

  • 92% mAP accuracy on validation set
  • 30 FPS real-time inference speed
  • Dataset annotation, augmentation & hyperparameter tuning
  • Python PyTorch YOLOv8 OpenCV NumPy

🛠️ Tech Stack

AI / ML

Python PyTorch OpenCV NumPy Scikit-learn

Web / Other

JavaScript TypeScript React C++ Git Linux

📊 GitHub Stats

Celal's GitHub Stats Top Languages

Open to internship opportunities in AI, Computer Vision & Software Engineering

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  1. ecommerce_website ecommerce_website Public

    Full-stack modern e-commerce website built with Next.js, React, Tailwind CSS

    JavaScript

  2. Portfolyo Portfolyo Public

    Personal portfolio website — React, Vite, Tailwind CSS

    JavaScript

  3. Python_Tutorial Python_Tutorial Public

    Structured 30-day Python learning journey toward AI & data science

    Python

  4. Clothing_Detection_Yolov11 Clothing_Detection_Yolov11 Public

    Real-time clothing detection system using YOLOv11 — 92% mAP, 30 FPS

    HTML

  5. Yolo_Test Yolo_Test Public

    YOLOv11 clothing detection training experiments — graduation project early stage

    Jupyter Notebook